Multi-modal Deep Learning for Complex Document Understanding with Doug Burdick - #541

Multi-modal Deep Learning for Complex Document Understanding with Doug Burdick - #541

Today we’re joined by Doug Burdick, a principal research staff member at IBM Research. In a recent interview, Doug’s colleague Yunyao Li joined us to talk through some of the broader enterprise NLP problems she’s working on. One of those problems is making documents machine consumable, especially with the traditionally archival file type, the PDF. That’s where Doug and his team come in. In our conversation, we discuss the multimodal approach they’ve taken to identify, interpret, contextualize and extract things like tables from a document, the challenges they’ve faced when dealing with the tables and how they evaluate the performance of models on tables. We also explore how he’s handled generalizing across different formats, how fine-tuning has to be in order to be effective, the problems that appear on the NLP side of things, and how deep learning models are being leveraged within the group. The complete show notes for this episode can be found at twimlai.com/go/541

Avsnitt(781)

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

14 Dec 201735min

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

13 Dec 201739min

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

Real-Time Machine Learning in the Database with Nikita Shamgunov - TWiML Talk #84

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

12 Dec 201739min

re:Invent Roundup Roundtable - TWiML Talk # 83

re:Invent Roundup Roundtable - TWiML Talk # 83

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

11 Dec 20171h 6min

Driving Customer Loyalty with Predictive and Conversational AI with Sherif Mityas - TWiML Talk #82

Driving Customer Loyalty with Predictive and Conversational AI with Sherif Mityas - TWiML Talk #82

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

8 Dec 201736min

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

Innovation Factories for AI in FInancial Services with Thierry Derungs - TWiML Talk #81

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

7 Dec 201740min

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - TWiML Talk #80

The show is part of a series that I’m really excited about, in part because I’ve been working to bring them to you for quite a while now. The focus of the series is a sampling of the interesting work ...

7 Dec 201744min

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

AI for Customer Service and Marketing at Aeromexico with Brian Gross - TWiML Talk #79

This week on the podcast we’re running a series of shows consisting of conversations with some of the impressive speakers from an event called the AI Summit in New York City. The theme of the conferen...

6 Dec 201729min

Populärt inom Politik & nyheter

aftonbladet-krim
svenska-fall
p3-krim
rss-krimstad
fordomspodden
rss-expressen-dok
flashback-forever
rss-sanning-konsekvens
motiv
aftonbladet-daily
spar
rss-vad-fan-hande
blenda-2
olyckan-inifran
rss-krimreportrarna
rss-frandfors-horna
rss-flodet
dagens-eko
svd-ledarredaktionen
grans